Teacher for the ONNX MVA method. More...

#include <ONNX.h>

Inheritance diagram for ONNXTeacher:

Collaboration diagram for ONNXTeacher:

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Public Member Functions
	ONNXTeacher (const GeneralOptions &generalOptions, const ONNXOptions &onnxOptions)
	Constructs a new teacher using the GeneralOptions and specific options of this training.

virtual Weightfile	train (Dataset &) const override
	Won't do any actual training, but will return a valid MVA Weightfile.

Protected Attributes
GeneralOptions	m_general_options
	GeneralOptions containing all shared options.

Private Attributes
ONNXOptions	m_specific_options
	Method specific options.

Detailed Description

Teacher for the ONNX MVA method.

Just there to satisfy the interface - doesn't do any training

Definition at line 420 of file ONNX.h.

Constructor & Destructor Documentation

◆ ONNXTeacher()

ONNXTeacher	(	const GeneralOptions &	generalOptions,
		const ONNXOptions &	onnxOptions )

inline

Constructs a new teacher using the GeneralOptions and specific options of this training.

Parameters

generalOptions	defining all shared options
onnxOptions	defining all method specific options

Definition at line 429 of file ONNX.h.

429 : Teacher(generalOptions),

430 m_specific_options(onnxOptions) {};

Member Function Documentation

◆ train()

Weightfile train ( Dataset & ) const

overridevirtual

Won't do any actual training, but will return a valid MVA Weightfile.

The Dataset parameter is required to adhere to the interface, but ignored.

Implements Teacher.

Definition at line 74 of file ONNX.cc.

{
  B2WARNING("The ONNX interface does not perform any training - "
            "the train method just stores an existing ONNX model into an MVA weightfile.");
  if (m_specific_options.m_modelFilename.empty()) {
    B2FATAL("You have to provide a path to an ONNX model "
            "via `m_modelFilename` in the specific options");
  }
  Weightfile weightfile;
  weightfile.addOptions(m_general_options);
  weightfile.addOptions(m_specific_options);
  weightfile.addFile("ONNX_Modelfile", m_specific_options.m_modelFilename);
  return weightfile;
}

Member Data Documentation

◆ m_general_options

GeneralOptions m_general_options

protectedinherited

GeneralOptions containing all shared options.

Definition at line 49 of file Teacher.h.

◆ m_specific_options

ONNXOptions m_specific_options

private

Method specific options.

Definition at line 440 of file ONNX.h.

The documentation for this class was generated from the following files:

mva/methods/include/ONNX.h
mva/methods/src/ONNX.cc

Public Member Functions

Protected Attributes

Private Attributes